Foliage (Neural Network): Difference between revisions
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Identifiable features: | Identifiable features: | ||
# Foliage | # Foliage | ||
<gallery widths="200"> | |||
foliage_inference_labels.jpg|[[Labels result type (Inference Overlay)|Labeled features]] on 0.1m satellite image | |||
foliage_inference_scores.jpg|[[Scores result type (Inference Overlay)|Label Scores]] | |||
foliage_inference_masks.jpg|[[Masks result type (Inference Overlay)|Pixel Masks]] | |||
foliage_inference_boxes.jpg|[[Boxes result type (Inference Overlay)|Bounding Boxes]] | |||
</gallery> | |||
{{article end | {{article end | ||
|notes=* | |notes=*In order to use the identified foliage areas as input for a Heat Overlay, additional steps have to be taken to obtain an actual foliage height. For more detail, see the how-to's. | ||
|howtos=*[[]] | |howtos= | ||
*[[How to detect foliage using an Inference Overlay]] | |||
*[[How to create foliage height areas based on an Inference Overlay]] | |||
|seealso=*[[Inference Overlay]] | |seealso=*[[Inference Overlay]] | ||
*[[Foliage (Heat Overlay)]] | *[[Neural Network]] | ||
*[[Foliage areas (Heat Overlay)]] | |||
}} | }} | ||
{{InferenceOverlay nav}} | |||
Latest revision as of 11:00, 16 October 2024
The Foliage Neural Network is a Convolution Neural Network that identifies foliage of individual trees and bushes, mainly for gardens and private property. This Neural Network is not suited for identifying individual trees within forested areas.
An Inference Overlay can be configured with this Neural Network. Its default settings are:
- Preferred grid cell size: 0.1m
- Inference mode: BBox Detection
- Mask threshold:
- Score threshold:
- Stride fraction: 0.50 (50%)
Identifiable features:
- Foliage
Labeled features on 0.1m satellite image
Notes
- In order to use the identified foliage areas as input for a Heat Overlay, additional steps have to be taken to obtain an actual foliage height. For more detail, see the how-to's.
How-to's
- How to detect foliage using an Inference Overlay
- How to create foliage height areas based on an Inference Overlay
